Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 1.283156 1.569661 1.936372 2.453821 3.189241 4.238583 5.936361
2025-02-16 0.872779 1.168651 1.603823 2.334131 3.635581 6.136899 12.358931
2025-02-23 0.698430 0.993871 1.472862 2.390162 4.371178 9.485826 31.576392
2025-03-02 0.599354 0.893418 1.408140 2.509447 5.349902 15.442525 118.257574
2025-03-09 0.518620 0.798643 1.316503 2.521398 6.117084 23.506150 799.650176
2025-03-16 0.448431 0.705605 1.199169 2.416912 6.469479 32.067059 84264.965427
2025-03-23 0.412208 0.665991 1.176066 2.533542 7.784304 59.329222 NaN
2025-03-30 0.376193 0.619762 1.126512 2.556662 8.825809 106.415566 NaN
2025-04-06 0.341074 0.569511 1.056375 2.489424 9.396485 175.989376 NaN
2025-04-13 0.312791 0.528768 0.999463 2.441150 10.076263 330.482405 NaN
2025-04-20 0.301816 0.521426 1.019470 2.660566 13.127097 2900.433592 NaN
2025-04-27 0.287921 0.505843 1.015707 2.798315 16.205817 NaN NaN
2025-05-04 0.268849 0.477281 0.974561 2.780674 18.003141 NaN NaN
2025-05-11 0.248662 0.444154 0.915974 2.669271 18.545004 NaN NaN
2025-05-18 0.236941 0.428435 0.901498 2.744003 22.245054 NaN NaN
2025-05-25 0.228401 0.418793 0.901887 2.890781 28.643646 NaN NaN
2025-06-01 0.217057 0.401425 0.877082 2.905718 33.117056 NaN NaN
2025-06-08 0.203320 0.377191 0.828490 2.778438 33.432875 NaN NaN
2025-06-15 0.197224 0.370275 0.830052 2.920642 44.190025 NaN NaN
2025-06-22 0.189077 0.357658 0.812251 2.948897 52.590470 NaN NaN
2025-06-29 0.179406 0.340547 0.778076 2.866794 55.507535 NaN NaN
2025-07-06 0.170991 0.325833 0.749509 2.807961 59.906202 NaN NaN
2025-07-13 0.169066 0.326780 0.770779 3.076132 99.343052 NaN NaN